# Popis předmětu - BE5B33PGE

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BE5B33PGE Programming for Engineers
Role:P Rozsah výuky:2P+2C
Katedra:13133 Jazyk výuky:EN
Garanti:Genyk-Berezovskyj M. Zakončení:Z,ZK
Přednášející:Genyk-Berezovskyj M. Kreditů:6
Cvičící:Genyk-Berezovskyj M., Šindler P. Semestr:L

Webová stránka:

http://cw.fel.cvut.cz/wiki/courses/be5b33pge

Anotace:

Osnovy přednášek:

 1 Asymptotic complexity, estimation of execution time of a code
2 .1D arrays and lists, prefix sum, binary search
 3 2D arrays and matrices 4 Strings and text files 5 Recursion I, principles, simple examples 6 Library data structures and functions for searching and sorting, their complexity 7 Python application libraries Numpy, Scipy, with examples of use 8 Python application libraries Matplotlib, SageMath, NetworkX, with examples of use 9 Abstract data structures -- stack, queue, tree, graph -- and their implementation 10 Recursion 2, tree processing 11 Graph processing and searching 1, graph representation, local search 12 Graph processing and searching 2, BFS DFS 13 Rezerva 14 Rezerva

Osnovy cvičení:

 1 Asymptotic complexity of Python code and code fragments 2 1D array and list processing,Python built-in functions 3 Operations on matrices, 2D array as image or function domain 4 Text files processing, text search 5 Recursive functions and procedures. Recursive generation of data/objects 6 Effectivity of search and sort methods on various datasets 7 Scientific and math computations with Numpy and Scipy, 8 Data visualisation with Python libraries 9 Homework problems comments and consultations 10 Tree traversal, In-, Pre and Post-order, recursion tree of a function call 11 Comparing effectivity of graph representations. 12 BFS and DFS implementations 13 Rezerva 14 Rezerva

Literatura:

John V. Guttag: Introduction to Computation and Programming Using Python Revised and Expanded Edition, The MIT Press, 2013. https://doc.lagout.org/programmation/python/Introduction%20to%20Computation%20and%20Programming%20using%20Python%20%28rev.%20ed.%29%20%5BGuttag%202013-08-09%5D.pdf John M. Zelle: Python Programming: An Introduction to Computer Science (Third Edition), Franklin, Beedle & Associates, 2016 http://mcsp.wartburg.edu/zelle/python/ Various authors: SciPy cookbook, 2015 https://scipy-cookbook.readthedocs.io/index.html David Cournapeau: scikit-learn library 2007-2018 https://scikit-learn.org/stable/